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    "## Dust Concentration in Miocene Simulations --- Composite Aerosols patterns\n",
    "#### 1. Detemining Dust indices\n",
    "#### 2. Defining High/Low Dust months\n",
    "#### 3. Examining Composite Aerosols (Black Carbon & Sulfates) Patterns based on the definition\n",
    "===================================================================================================================="
   ]
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   "id": "4da43274-62e4-4a7e-b6b6-98d426966714",
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   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import ticker\n",
    "import matplotlib.ticker as mticker\n",
    "import matplotlib.patches as patches\n",
    "import numpy as np\n",
    "\n",
    "import cartopy.crs as ccrs\n",
    "import cartopy.mpl.ticker as cticker\n",
    "from cartopy.util import add_cyclic_point\n",
    "\n",
    "import warnings\n",
    "warnings.simplefilter(action='ignore', category=FutureWarning)\n",
    "\n",
    "def label_latlon(ax,lons,lats):\n",
    "    \"\"\" Add tick labels \"\"\"\n",
    "    # Define the xticks for longtitude\n",
    "    ax.set_xticks(lons,crs=ccrs.PlateCarree())\n",
    "    lon_formatter=cticker.LongitudeFormatter()\n",
    "    ax.xaxis.set_major_formatter(lon_formatter)\n",
    "\n",
    "    # Define ytick for latitude\n",
    "    ax.set_yticks(lats,crs=ccrs.PlateCarree())\n",
    "    lat_formatter=cticker.LatitudeFormatter()\n",
    "    ax.yaxis.set_major_formatter(lat_formatter)\n",
    "\n",
    "    return"
   ]
  },
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   "execution_count": 2,
   "id": "8fdc1306-873f-498c-af14-9e17b904c2fc",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:     (time: 1200, lat: 96, lon: 144, nbnd: 2)\n",
       "Coordinates:\n",
       "  * lat         (lat) float64 -90.0 -88.11 -86.21 -84.32 ... 86.21 88.11 90.0\n",
       "  * lon         (lon) float64 0.0 2.5 5.0 7.5 10.0 ... 350.0 352.5 355.0 357.5\n",
       "  * time        (time) object 1900-02-01 00:00:00 ... 2000-01-01 00:00:00\n",
       "Dimensions without coordinates: nbnd\n",
       "Data variables:\n",
       "    BURDENDUST  (time, lat, lon) float32 dask.array&lt;chunksize=(1200, 96, 144), meta=np.ndarray&gt;\n",
       "    time_bnds   (time, nbnd) object dask.array&lt;chunksize=(1200, 2), meta=np.ndarray&gt;\n",
       "Attributes:\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             B.MMIOx2_C5_280_WISOon\n",
       "    title:            UNSET\n",
       "    logname:          pacosta\n",
       "    host:             r8i0n31\n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /glade/scratch/pacosta/B.MMIOx2_C5_280_WISOon/run/B.MMI...\n",
       "    topography_file:  /glade/work/pacosta/PaleoBC/heroldn/gx1vMIO/cami_bnd_to...\n",
       "    history:          Sun Nov 12 20:18:00 2023: ncrcat ./B.MMIOx2_C5_280_WISO...\n",
       "    NCO:              netCDF Operators version 5.1.4 (Homepage = http://nco.s...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-60a82ebe-0f60-4c1b-aefa-b900d994a370' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-60a82ebe-0f60-4c1b-aefa-b900d994a370' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 1200</li><li><span class='xr-has-index'>lat</span>: 96</li><li><span class='xr-has-index'>lon</span>: 144</li><li><span>nbnd</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-0c859c48-4ae8-420a-abba-cef317c00689' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0c859c48-4ae8-420a-abba-cef317c00689' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-90.0 -88.11 -86.21 ... 88.11 90.0</div><input id='attrs-5754a751-aa25-4077-a97c-25afc229cfbb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5754a751-aa25-4077-a97c-25afc229cfbb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1fb1ed87-4a1f-4e70-b83f-59393088dbdd' class='xr-var-data-in' type='checkbox'><label for='data-1fb1ed87-4a1f-4e70-b83f-59393088dbdd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-90.      , -88.105263, -86.210526, -84.315789, -82.421053, -80.526316,\n",
       "       -78.631579, -76.736842, -74.842105, -72.947368, -71.052632, -69.157895,\n",
       "       -67.263158, -65.368421, -63.473684, -61.578947, -59.684211, -57.789474,\n",
       "       -55.894737, -54.      , -52.105263, -50.210526, -48.315789, -46.421053,\n",
       "       -44.526316, -42.631579, -40.736842, -38.842105, -36.947368, -35.052632,\n",
       "       -33.157895, -31.263158, -29.368421, -27.473684, -25.578947, -23.684211,\n",
       "       -21.789474, -19.894737, -18.      , -16.105263, -14.210526, -12.315789,\n",
       "       -10.421053,  -8.526316,  -6.631579,  -4.736842,  -2.842105,  -0.947368,\n",
       "         0.947368,   2.842105,   4.736842,   6.631579,   8.526316,  10.421053,\n",
       "        12.315789,  14.210526,  16.105263,  18.      ,  19.894737,  21.789474,\n",
       "        23.684211,  25.578947,  27.473684,  29.368421,  31.263158,  33.157895,\n",
       "        35.052632,  36.947368,  38.842105,  40.736842,  42.631579,  44.526316,\n",
       "        46.421053,  48.315789,  50.210526,  52.105263,  54.      ,  55.894737,\n",
       "        57.789474,  59.684211,  61.578947,  63.473684,  65.368421,  67.263158,\n",
       "        69.157895,  71.052632,  72.947368,  74.842105,  76.736842,  78.631579,\n",
       "        80.526316,  82.421053,  84.315789,  86.210526,  88.105263,  90.      ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.5 5.0 ... 352.5 355.0 357.5</div><input id='attrs-b1f34d60-98bd-4ba3-8574-d26c477210f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b1f34d60-98bd-4ba3-8574-d26c477210f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9676aee3-d48f-4980-8d7a-f56344f3d050' class='xr-var-data-in' type='checkbox'><label for='data-9676aee3-d48f-4980-8d7a-f56344f3d050' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  0. ,   2.5,   5. ,   7.5,  10. ,  12.5,  15. ,  17.5,  20. ,  22.5,\n",
       "        25. ,  27.5,  30. ,  32.5,  35. ,  37.5,  40. ,  42.5,  45. ,  47.5,\n",
       "        50. ,  52.5,  55. ,  57.5,  60. ,  62.5,  65. ,  67.5,  70. ,  72.5,\n",
       "        75. ,  77.5,  80. ,  82.5,  85. ,  87.5,  90. ,  92.5,  95. ,  97.5,\n",
       "       100. , 102.5, 105. , 107.5, 110. , 112.5, 115. , 117.5, 120. , 122.5,\n",
       "       125. , 127.5, 130. , 132.5, 135. , 137.5, 140. , 142.5, 145. , 147.5,\n",
       "       150. , 152.5, 155. , 157.5, 160. , 162.5, 165. , 167.5, 170. , 172.5,\n",
       "       175. , 177.5, 180. , 182.5, 185. , 187.5, 190. , 192.5, 195. , 197.5,\n",
       "       200. , 202.5, 205. , 207.5, 210. , 212.5, 215. , 217.5, 220. , 222.5,\n",
       "       225. , 227.5, 230. , 232.5, 235. , 237.5, 240. , 242.5, 245. , 247.5,\n",
       "       250. , 252.5, 255. , 257.5, 260. , 262.5, 265. , 267.5, 270. , 272.5,\n",
       "       275. , 277.5, 280. , 282.5, 285. , 287.5, 290. , 292.5, 295. , 297.5,\n",
       "       300. , 302.5, 305. , 307.5, 310. , 312.5, 315. , 317.5, 320. , 322.5,\n",
       "       325. , 327.5, 330. , 332.5, 335. , 337.5, 340. , 342.5, 345. , 347.5,\n",
       "       350. , 352.5, 355. , 357.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>1900-02-01 00:00:00 ... 2000-01-...</div><input id='attrs-2aa61621-27f2-4043-9adb-eefb0467aac3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2aa61621-27f2-4043-9adb-eefb0467aac3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c45057f3-16e0-4902-affd-0a726eea8471' class='xr-var-data-in' type='checkbox'><label for='data-c45057f3-16e0-4902-affd-0a726eea8471' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time</dd><dt><span>bounds :</span></dt><dd>time_bnds</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeNoLeap(1900, 2, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1900, 3, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1900, 4, 1, 0, 0, 0, 0, has_year_zero=True), ...,\n",
       "       cftime.DatetimeNoLeap(1999, 11, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1999, 12, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(2000, 1, 1, 0, 0, 0, 0, has_year_zero=True)],\n",
       "      dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4b969cd7-d2e5-4a43-b4c7-2a8cbffe80e5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4b969cd7-d2e5-4a43-b4c7-2a8cbffe80e5' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>BURDENDUST</span></div><div class='xr-var-dims'>(time, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1200, 96, 144), meta=np.ndarray&gt;</div><input id='attrs-faa06ce6-b4a4-41c9-8358-583743c0208b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-faa06ce6-b4a4-41c9-8358-583743c0208b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b434a4b-b478-43d3-8380-711598a93051' class='xr-var-data-in' type='checkbox'><label for='data-3b434a4b-b478-43d3-8380-711598a93051' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg/m2</dd><dt><span>long_name :</span></dt><dd>Dust aerosol burden</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 63.28 MiB </td>\n",
       "                        <td> 63.28 MiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (1200, 96, 144) </td>\n",
       "                        <td> (1200, 96, 144) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> float32 numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"170\" height=\"157\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"80\" y2=\"70\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"10\" y1=\"37\" x2=\"80\" y2=\"107\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"10\" y2=\"37\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"80\" y1=\"70\" x2=\"80\" y2=\"107\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 80.58823529411765,70.58823529411765 80.58823529411765,107.91480899349406 10.0,37.326573699376404\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"49\" y2=\"0\" style=\"stroke-width:2\" />\n",
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       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"10\" y1=\"0\" x2=\"80\" y2=\"70\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"49\" y1=\"0\" x2=\"120\" y2=\"70\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"10.0,0.0 49.58119518571221,0.0 120.16943047982986,70.58823529411765 80.58823529411765,70.58823529411765\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"80\" y1=\"70\" x2=\"120\" y2=\"70\" style=\"stroke-width:2\" />\n",
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       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"80\" y1=\"70\" x2=\"80\" y2=\"107\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"120\" y1=\"70\" x2=\"120\" y2=\"107\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"80.58823529411765,70.58823529411765 120.16943047982986,70.58823529411765 120.16943047982986,107.91480899349406 80.58823529411765,107.91480899349406\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"100.378833\" y=\"127.914809\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >144</text>\n",
       "  <text x=\"140.169430\" y=\"89.251522\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.169430,89.251522)\">96</text>\n",
       "  <text x=\"35.294118\" y=\"92.620691\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,35.294118,92.620691)\">1200</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time_bnds</span></div><div class='xr-var-dims'>(time, nbnd)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1200, 2), meta=np.ndarray&gt;</div><input id='attrs-58e8a1e5-04c1-4fb9-8fa2-f833c9c553d3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-58e8a1e5-04c1-4fb9-8fa2-f833c9c553d3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e46407f0-ee80-48a5-b2fa-5c04f0739af5' class='xr-var-data-in' type='checkbox'><label for='data-e46407f0-ee80-48a5-b2fa-5c04f0739af5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time interval endpoints</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd></dl></div><div class='xr-var-data'><table>\n",
       "    <tr>\n",
       "        <td>\n",
       "            <table style=\"border-collapse: collapse;\">\n",
       "                <thead>\n",
       "                    <tr>\n",
       "                        <td> </td>\n",
       "                        <th> Array </th>\n",
       "                        <th> Chunk </th>\n",
       "                    </tr>\n",
       "                </thead>\n",
       "                <tbody>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Bytes </th>\n",
       "                        <td> 18.75 kiB </td>\n",
       "                        <td> 18.75 kiB </td>\n",
       "                    </tr>\n",
       "                    \n",
       "                    <tr>\n",
       "                        <th> Shape </th>\n",
       "                        <td> (1200, 2) </td>\n",
       "                        <td> (1200, 2) </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Dask graph </th>\n",
       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th> Data type </th>\n",
       "                        <td colspan=\"2\"> object numpy.ndarray </td>\n",
       "                    </tr>\n",
       "                </tbody>\n",
       "            </table>\n",
       "        </td>\n",
       "        <td>\n",
       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
       "\n",
       "  <!-- Horizontal lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Vertical lines -->\n",
       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
       "\n",
       "  <!-- Colored Rectangle -->\n",
       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
       "\n",
       "  <!-- Text -->\n",
       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2</text>\n",
       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">1200</text>\n",
       "</svg>\n",
       "        </td>\n",
       "    </tr>\n",
       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-7b8acb8d-95f2-4805-a9c4-11c2141bb9b3' class='xr-section-summary-in' type='checkbox'  ><label for='section-7b8acb8d-95f2-4805-a9c4-11c2141bb9b3' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>lat</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7af3587d-1f29-476b-92ee-c12d8cd91cd1' class='xr-index-data-in' type='checkbox'/><label for='index-7af3587d-1f29-476b-92ee-c12d8cd91cd1' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([              -90.0,  -88.10526315789474,  -86.21052631578948,\n",
       "                -84.3157894736842,  -82.42105263157895,  -80.52631578947368,\n",
       "               -78.63157894736842,  -76.73684210526316,  -74.84210526315789,\n",
       "               -72.94736842105263,  -71.05263157894737,  -69.15789473684211,\n",
       "               -67.26315789473685,  -65.36842105263158, -63.473684210526315,\n",
       "              -61.578947368421055, -59.684210526315795,  -57.78947368421053,\n",
       "               -55.89473684210527,               -54.0,  -52.10526315789474,\n",
       "               -50.21052631578947,  -48.31578947368421,  -46.42105263157895,\n",
       "              -44.526315789473685, -42.631578947368425,  -40.73684210526316,\n",
       "                -38.8421052631579,  -36.94736842105264,  -35.05263157894737,\n",
       "               -33.15789473684211, -31.263157894736842, -29.368421052631582,\n",
       "              -27.473684210526322, -25.578947368421055, -23.684210526315795,\n",
       "              -21.789473684210535,  -19.89473684210526,               -18.0,\n",
       "               -16.10526315789474,  -14.21052631578948,  -12.31578947368422,\n",
       "              -10.421052631578945,  -8.526315789473685,  -6.631578947368425,\n",
       "               -4.736842105263165, -2.8421052631579045, -0.9473684210526301,\n",
       "               0.9473684210526301,  2.8421052631578902,    4.73684210526315,\n",
       "                6.631578947368411,   8.526315789473685,  10.421052631578945,\n",
       "               12.315789473684205,  14.210526315789465,  16.105263157894726,\n",
       "                             18.0,   19.89473684210526,   21.78947368421052,\n",
       "                23.68421052631578,   25.57894736842104,  27.473684210526315,\n",
       "               29.368421052631575,  31.263157894736835,  33.157894736842096,\n",
       "               35.052631578947356,   36.94736842105263,   38.84210526315789,\n",
       "                40.73684210526315,   42.63157894736841,   44.52631578947367,\n",
       "                46.42105263157893,   48.31578947368419,   50.21052631578948,\n",
       "                52.10526315789474,                54.0,   55.89473684210526,\n",
       "                57.78947368421052,   59.68421052631578,   61.57894736842104,\n",
       "                 63.4736842105263,   65.36842105263156,   67.26315789473682,\n",
       "                69.15789473684211,   71.05263157894737,   72.94736842105263,\n",
       "                74.84210526315789,   76.73684210526315,   78.63157894736841,\n",
       "                80.52631578947367,   82.42105263157893,   84.31578947368419,\n",
       "                86.21052631578945,   88.10526315789474,                90.0],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;lat&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>lon</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-73223c1a-3407-427a-b2ee-4114550af9ea' class='xr-index-data-in' type='checkbox'/><label for='index-73223c1a-3407-427a-b2ee-4114550af9ea' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([  0.0,   2.5,   5.0,   7.5,  10.0,  12.5,  15.0,  17.5,  20.0,\n",
       "               22.5,\n",
       "              ...\n",
       "              335.0, 337.5, 340.0, 342.5, 345.0, 347.5, 350.0, 352.5, 355.0,\n",
       "              357.5],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;lon&#x27;, length=144))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8653adad-551c-41fd-9e68-dc574f3e114b' class='xr-index-data-in' type='checkbox'/><label for='index-8653adad-551c-41fd-9e68-dc574f3e114b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(CFTimeIndex([1900-02-01 00:00:00, 1900-03-01 00:00:00, 1900-04-01 00:00:00,\n",
       "             1900-05-01 00:00:00, 1900-06-01 00:00:00, 1900-07-01 00:00:00,\n",
       "             1900-08-01 00:00:00, 1900-09-01 00:00:00, 1900-10-01 00:00:00,\n",
       "             1900-11-01 00:00:00,\n",
       "             ...\n",
       "             1999-04-01 00:00:00, 1999-05-01 00:00:00, 1999-06-01 00:00:00,\n",
       "             1999-07-01 00:00:00, 1999-08-01 00:00:00, 1999-09-01 00:00:00,\n",
       "             1999-10-01 00:00:00, 1999-11-01 00:00:00, 1999-12-01 00:00:00,\n",
       "             2000-01-01 00:00:00],\n",
       "            dtype=&#x27;object&#x27;, length=1200, calendar=&#x27;noleap&#x27;, freq=&#x27;MS&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-34135fc3-1b2e-44c7-849c-4375e8455e92' class='xr-section-summary-in' type='checkbox'  ><label for='section-34135fc3-1b2e-44c7-849c-4375e8455e92' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.0</dd><dt><span>source :</span></dt><dd>CAM</dd><dt><span>case :</span></dt><dd>B.MMIOx2_C5_280_WISOon</dd><dt><span>title :</span></dt><dd>UNSET</dd><dt><span>logname :</span></dt><dd>pacosta</dd><dt><span>host :</span></dt><dd>r8i0n31</dd><dt><span>Version :</span></dt><dd>$Name$</dd><dt><span>revision_Id :</span></dt><dd>$Id$</dd><dt><span>initial_file :</span></dt><dd>/glade/scratch/pacosta/B.MMIOx2_C5_280_WISOon/run/B.MMIOx2_C5_280_WISOon.cam.i.1501-01-01-00000.nc</dd><dt><span>topography_file :</span></dt><dd>/glade/work/pacosta/PaleoBC/heroldn/gx1vMIO/cami_bnd_topo_0096x0144_MIO_c130424.nc</dd><dt><span>history :</span></dt><dd>Sun Nov 12 20:18:00 2023: ncrcat ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1901-01.nc 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./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1996-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1997-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1998-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1999-12.nc ./B.MMIOx2_C5_280_WISOon.cam.clim_burdendust_1900_1999.nc\n",
       "Sun Nov 12 20:14:20 2023: ncks -v BURDENDUST /glade/scratch/pacosta/archive/B.MMIOx2_C5_280_WISOon/atm/hist/B.MMIOx2_C5_280_WISOon.cam.h0.1900-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdendust.1900-01.nc</dd><dt><span>NCO :</span></dt><dd>netCDF Operators version 5.1.4 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco)</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:     (time: 1200, lat: 96, lon: 144, nbnd: 2)\n",
       "Coordinates:\n",
       "  * lat         (lat) float64 -90.0 -88.11 -86.21 -84.32 ... 86.21 88.11 90.0\n",
       "  * lon         (lon) float64 0.0 2.5 5.0 7.5 10.0 ... 350.0 352.5 355.0 357.5\n",
       "  * time        (time) object 1900-02-01 00:00:00 ... 2000-01-01 00:00:00\n",
       "Dimensions without coordinates: nbnd\n",
       "Data variables:\n",
       "    BURDENDUST  (time, lat, lon) float32 dask.array<chunksize=(1200, 96, 144), meta=np.ndarray>\n",
       "    time_bnds   (time, nbnd) object dask.array<chunksize=(1200, 2), meta=np.ndarray>\n",
       "Attributes:\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             B.MMIOx2_C5_280_WISOon\n",
       "    title:            UNSET\n",
       "    logname:          pacosta\n",
       "    host:             r8i0n31\n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /glade/scratch/pacosta/B.MMIOx2_C5_280_WISOon/run/B.MMI...\n",
       "    topography_file:  /glade/work/pacosta/PaleoBC/heroldn/gx1vMIO/cami_bnd_to...\n",
       "    history:          Sun Nov 12 20:18:00 2023: ncrcat ./B.MMIOx2_C5_280_WISO...\n",
       "    NCO:              netCDF Operators version 5.1.4 (Homepage = http://nco.s..."
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# --- read data --- \n",
    "\n",
    "path = '/scratch/pchen25/clim680_dataset/MidMiocene/'\n",
    "file_Pi = 'Mio_Pi/B.MMIOx2_C5_280_WISOon.cam.clim_burdendust_1900_1999.nc'\n",
    "file_Mio = 'Mio_Mio/B.MMIOx2_C5_280_WISOon_aeroZonal.cam.clim_burdendust_100_300.nc'\n",
    "\n",
    "ds_Pi = xr.open_mfdataset(path+file_Pi)\n",
    "ds_Mio = xr.open_mfdataset(path+file_Mio)\n",
    "\n",
    "ds_Pi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "631d3476-b1e1-4528-b821-5f118d22123c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# input LANDFRAC --- for mapping the lands\n",
    "\n",
    "path = '/scratch/pchen25/clim680_dataset/MidMiocene/atm/'\n",
    "file_name = 'B.MMIOx2_C5_280_WISOon_ANN_concat.nc'\n",
    "ds = xr.open_dataset(path+file_name)\n",
    "\n",
    "var = 'LANDFRAC'\n",
    "mask = ds[var][0,:,:]\n",
    "data = ds['TS']\n",
    "\n",
    "data, lons = add_cyclic_point(data, coord=ds['lon'])\n",
    "mask, mask_lons = add_cyclic_point(mask, coord=ds['lon'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9872d11a-2f3f-4e69-b0fc-03c5ca7e5336",
   "metadata": {},
   "source": [
    "===========================================================================\n",
    "### Read variable: BURDENDUST\n",
    "* long_name: Dust aerosol burden --- total concentration of dust per meter square over a grid\n",
    "* unit: ($kg/m^2$)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "64d60061-f7cd-48aa-9472-51a38e5702ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "# --- (var.): dust ---\n",
    "\n",
    "var = 'BURDENDUST'\n",
    "dust_Pi = ds_Pi[var]\n",
    "dust_Mio = ds_Mio[var][1200:2400,:,:]\n",
    "\n",
    "lon = ds_Pi['lon']\n",
    "lat = ds_Pi['lat']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "36dcb833-8e3d-4638-a007-c6d62b1dd887",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/pchen25/.conda/envs/clim_data/lib/python3.10/site-packages/xarray/core/indexing.py:1446: PerformanceWarning: Slicing with an out-of-order index is generating 100 times more chunks\n",
      "  return self.array[key]\n",
      "/home/pchen25/.conda/envs/clim_data/lib/python3.10/site-packages/xarray/core/indexing.py:1446: PerformanceWarning: Slicing with an out-of-order index is generating 100 times more chunks\n",
      "  return self.array[key]\n"
     ]
    }
   ],
   "source": [
    "# --- Anomaly ---\n",
    "dust_Pi_gb = dust_Pi.groupby('time.month')\n",
    "dust_Mio_gb = dust_Mio.groupby('time.month')\n",
    "dust_Pi_anom = dust_Pi_gb - dust_Pi_gb.mean(dim='time')\n",
    "dust_Mio_anom = dust_Mio_gb - dust_Mio_gb.mean(dim='time')\n",
    "\n",
    "BurdenDust_Pi_mean = dust_Pi.mean(dim=('time'))\n",
    "BurdenDust_Mio_mean = dust_Mio.mean(dim=('time'))\n",
    "BurdenDust_Diff_mean = BurdenDust_Mio_mean - BurdenDust_Pi_mean\n",
    "\n",
    "BurdenDust_Pi_mean_new, lons = add_cyclic_point(BurdenDust_Pi_mean, coord=ds['lon'])\n",
    "BurdenDust_Mio_mean_new, lons = add_cyclic_point(BurdenDust_Mio_mean, coord=ds['lon'])\n",
    "BurdenDust_Diff_mean_new, lons = add_cyclic_point(BurdenDust_Diff_mean, coord=ds['lon'])\n",
    "\n",
    "BurdenDust_2D = [BurdenDust_Mio_mean_new, BurdenDust_Pi_mean_new, BurdenDust_Diff_mean_new]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "664f7ba2-3342-4d34-b6ce-86bb67ca87ce",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/pchen25/.conda/envs/clim_data/lib/python3.10/site-packages/cartopy/mpl/geoaxes.py:1714: UserWarning: Log scale: values of z <= 0 have been masked\n",
      "  result = matplotlib.axes.Axes.contourf(self, *args, **kwargs)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.315, 0.49, 'index 3')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# --- Plotting Dust Burden in [Mio_Mio, Mio_Pi, Diff:(Mio_Mio - Mio_Pi)] ---\n",
    "\n",
    "data_title = 'Dust Burden [$kg/m^2$]'\n",
    "plot_name = 'plot_dust_burden_pattern'\n",
    "levels = [1e-9,1e-8,1e-7,1e-6,1e-5,1e-4,1e-3,1e-2] # manually set the levels we want to see here\n",
    "levels_ticks = ['1e-9','1e-8','1e-7','1e-6','1e-5','1e-4','1e-3','1e-2']\n",
    "\n",
    "dust_species = ['Mio_Mio','Mio_Pi','Diff:(Mio_Mio - Mio_Pi)']\n",
    "    \n",
    "# Define the figure and each axis\n",
    "fig, axs = plt.subplots(nrows=1,ncols=3,\n",
    "                        subplot_kw={'projection': ccrs.PlateCarree(central_longitude=200)},\n",
    "                        figsize=(12,8))\n",
    "    \n",
    "# Set Width / Height padding between subplots, expressed as a fraction of the subplot width\n",
    "fig.subplots_adjust(wspace=0.25, hspace=0.05) \n",
    "    \n",
    "# axs is a 2 dimensional array of `GeoAxes` --> flatten it into a 1-D array\n",
    "axs=axs.flatten()\n",
    "\n",
    "# Loop and plot\n",
    "for i,m in enumerate(dust_species):\n",
    "        \n",
    "    # Contour plot\n",
    "    cs=axs[i].contourf(lons, ds_Pi['lat'], BurdenDust_2D[i],\n",
    "                       levels = levels,\n",
    "                       locator=ticker.LogLocator(),\n",
    "                       transform = ccrs.PlateCarree(),\n",
    "                       #cmap=cmap,extend='max')\n",
    "                       cmap='Oranges',extend='both')\n",
    "\n",
    "    # Longitude labels\n",
    "    axs[i].set_xticks(np.arange(-180,181,60), crs=ccrs.PlateCarree())\n",
    "    lon_formatter = cticker.LongitudeFormatter()  \n",
    "    axs[i].xaxis.set_major_formatter(lon_formatter)  # set the format of xticks_label\n",
    "    axs[i].tick_params(axis='y', size=2)             # set xtick parameters\n",
    "    for xlabel in axs[i].get_xticklabels():          # set xticks_label\n",
    "        xlabel.set_fontsize(9)        \n",
    "\n",
    "    # Latitude labels\n",
    "    axs[i].set_yticks(np.arange(-90,91,30), crs=ccrs.PlateCarree())\n",
    "    lat_formatter = cticker.LatitudeFormatter()\n",
    "    axs[i].yaxis.set_major_formatter(lat_formatter)  # set the format of yticks_label\n",
    "    axs[i].tick_params(axis='y', size=2)             # set ytick parameters\n",
    "    for ylabel in axs[i].get_yticklabels():          # set yticks_label\n",
    "        ylabel.set_fontsize(9)        \n",
    "    \n",
    "    # Title each subplot with the name of the month\n",
    "    axs[i].set_title(dust_species[i])\n",
    "        \n",
    "    # Add gridlines\n",
    "    axs[i].gridlines(zorder=2)\n",
    "        \n",
    "    cs_mask = axs[i].contour(lons,ds_Pi['lat'],mask,[0.1,1],\n",
    "                             transform = ccrs.PlateCarree(),\n",
    "                             #colors='grey',alpha=1.0, zorder=3)\n",
    "                             linestyles='solid', colors='grey', zorder=3)\n",
    "    \n",
    "    # Add patches\n",
    "    # ( (x,y)[center: (200,0)], width, height, ...)\n",
    "    rect1 = patches.Rectangle((-150, 20), 40, 30, lw = 1, edgecolor = 'k', facecolor = 'none', zorder=4)  # (50~90E; 20~50N)\n",
    "    rect2 = patches.Rectangle((60, 30), 20, 15, lw = 1, edgecolor = 'k', facecolor = 'none', zorder=4)  # (100~80W; 30~45N)\n",
    "    rect3 = patches.Rectangle((85, -45), 20, 30, lw = 1, edgecolor = 'k', facecolor = 'none', zorder=4)  # (75~55W; 15~45S)\n",
    "    axs[i].add_patch(rect1)\n",
    "    axs[i].add_patch(rect2)\n",
    "    axs[i].add_patch(rect3)\n",
    "    \n",
    "        \n",
    "# Add colorbar\n",
    "cax  = fig.add_axes([0.25, 0.33, 0.5, 0.02])    # set the [x0, y0, width, height] of the colorbar\n",
    "CB   = plt.colorbar(cs, cax = cax, orientation='horizontal',\n",
    "                    format=mticker.FixedFormatter(levels_ticks))\n",
    "\n",
    "# Add title & text\n",
    "plt.suptitle(data_title, y=0.65, fontsize=18)\n",
    "plt.figtext(0.18,0.55,'index 1',ha='center',fontsize=12)\n",
    "plt.figtext(0.3,0.545,'index 2',ha='center',fontsize=12)\n",
    "plt.figtext(0.315,0.49,'index 3',ha='center',fontsize=12)\n",
    "# fig.savefig(plot_name+'.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49f5dbe6-d46f-4fc9-9928-2211ba60fcdc",
   "metadata": {},
   "source": [
    "====================================================================================================================\n",
    "## 1. Detemining Dust indices\n",
    "#### **Domain:**\n",
    "* **(index 1)**: (50-90E ; 20-50N)\n",
    "* **(index 2)**: (100-80W ; 30-45N)\n",
    "* **(index 3)**: (75-55W ; 15-45S)\n",
    "---\n",
    "### Time series of each index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a2f5b43a-7594-4f24-834a-d8e1e92661cb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# --- select domain ---\n",
    "\n",
    "# (domain 1) - (50~90E; 20~50N)\n",
    "dust_Pi_box1 = dust_Pi_anom.sel(lat=slice(20,50),lon=slice(50,90))\n",
    "dust_Mio_box1 = dust_Mio_anom.sel(lat=slice(20,50),lon=slice(50,90))\n",
    "\n",
    "weights = np.cos(np.deg2rad(dust_Pi_box1.lat))\n",
    "index1_Pi = dust_Pi_box1.weighted(weights).mean(dim=['lon','lat'])\n",
    "index1_Mio = dust_Mio_box1.weighted(weights).mean(dim=['lon','lat'])\n",
    "\n",
    "# (domain 2) - (100~80W; 30~45N)\n",
    "dust_Pi_box2 = dust_Pi_anom.sel(lat=slice(30,45),lon=slice(260,280))\n",
    "dust_Mio_box2 = dust_Mio_anom.sel(lat=slice(30,45),lon=slice(260,280))\n",
    "\n",
    "weights = np.cos(np.deg2rad(dust_Pi_box2.lat))\n",
    "index2_Pi = dust_Pi_box2.weighted(weights).mean(dim=['lon','lat'])\n",
    "index2_Mio = dust_Mio_box2.weighted(weights).mean(dim=['lon','lat'])\n",
    "\n",
    "# (domain 3) - (75~55W; 15~45S)\n",
    "dust_Pi_box3 = dust_Pi_anom.sel(lat=slice(-45,-15),lon=slice(285,305))\n",
    "dust_Mio_box3 = dust_Mio_anom.sel(lat=slice(-45,-15),lon=slice(285,305))\n",
    "\n",
    "weights = np.cos(np.deg2rad(dust_Pi_box3.lat))\n",
    "index3_Pi = dust_Pi_box3.weighted(weights).mean(dim=['lon','lat'])\n",
    "index3_Mio = dust_Mio_box3.weighted(weights).mean(dim=['lon','lat'])"
   ]
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   "id": "11574fff-10c8-4be2-851f-a799a0e3a6a9",
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   "source": [
    "====================================================================================================================\n",
    "## 2. Defining High/Low Dust months\n",
    "### the criteria that I use to detemine High/Low dust months\n",
    "#### * **High Dust Months**: ≧ 2 x standard deviation\n",
    "#### * **Low Dust Months**: ≦ -2 x standard deviation"
   ]
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   "cell_type": "code",
   "execution_count": 8,
   "id": "26f10edc-da19-41fa-849c-13b30d9f4f1c",
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   "source": [
    "# --- stddev ---\n",
    "\n",
    "stddev_index1_Pi = index1_Pi.std().values\n",
    "stddev_index1_Mio = index1_Mio.std().values\n",
    "stddev_index2_Pi = index2_Pi.std().values\n",
    "stddev_index2_Mio = index2_Mio.std().values\n",
    "stddev_index3_Pi = index3_Pi.std().values\n",
    "stddev_index3_Mio = index3_Mio.std().values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "2f9283a8-f474-45c6-a649-743dec5bec5e",
   "metadata": {},
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   "source": [
    "# --- Picking High/Low months ---\n",
    "\n",
    "high_index1_Pi = index1_Pi.where(index1_Pi>=2*stddev_index1_Pi)\n",
    "low_index1_Pi = index1_Pi.where(index1_Pi<=-2*stddev_index1_Pi)\n",
    "neutral_index1_Pi = index1_Pi.where(np.logical_and(index1_Pi>-2*stddev_index1_Pi, index1_Pi<2*stddev_index1_Pi))\n",
    "\n",
    "high_index1_Mio = index1_Mio.where(index1_Mio>=2*stddev_index1_Mio)\n",
    "low_index1_Mio = index1_Mio.where(index1_Mio<=-2*stddev_index1_Mio)\n",
    "neutral_index1_Mio = index1_Mio.where(np.logical_and(index1_Mio>-2*stddev_index1_Mio, index1_Mio<2*stddev_index1_Mio))\n",
    "\n",
    "high_index2_Pi = index2_Pi.where(index2_Pi>=2*stddev_index2_Pi)\n",
    "low_index2_Pi = index2_Pi.where(index2_Pi<=-2*stddev_index2_Pi)\n",
    "neutral_index2_Pi = index2_Pi.where(np.logical_and(index2_Pi>-2*stddev_index2_Pi, index2_Pi<2*stddev_index2_Pi))\n",
    "\n",
    "high_index2_Mio = index2_Mio.where(index2_Mio>=2*stddev_index2_Mio)\n",
    "low_index2_Mio = index2_Mio.where(index2_Mio<=-2*stddev_index2_Mio)\n",
    "neutral_index2_Mio = index2_Mio.where(np.logical_and(index2_Mio>-2*stddev_index2_Mio, index2_Mio<2*stddev_index2_Mio))\n",
    "\n",
    "high_index3_Pi = index3_Pi.where(index3_Pi>=2*stddev_index3_Pi)\n",
    "low_index3_Pi = index3_Pi.where(index3_Pi<=-2*stddev_index3_Pi)\n",
    "neutral_index3_Pi = index3_Pi.where(np.logical_and(index3_Pi>-2*stddev_index3_Pi, index3_Pi<2*stddev_index3_Pi))\n",
    "\n",
    "high_index3_Mio = index3_Mio.where(index3_Mio>=2*stddev_index3_Mio)\n",
    "low_index3_Mio = index3_Mio.where(index3_Mio<=-2*stddev_index3_Mio)\n",
    "neutral_index3_Mio = index3_Mio.where(np.logical_and(index3_Mio>-2*stddev_index3_Mio, index3_Mio<2*stddev_index3_Mio))"
   ]
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   "id": "b4f57b51-650c-4980-8354-8104b649bf9f",
   "metadata": {},
   "source": [
    "====================================================================================================================\n",
    "## 3. Composite Aerosols (BC & SO4) Patterns based on the definition\n",
    "\n",
    "### (1) Composite Black Carbon (BC)\n",
    "#### Read BC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b278c8aa-22bc-44e2-955a-0a58c30f3e15",
   "metadata": {},
   "outputs": [
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       "    topography_file:  /glade/work/pacosta/PaleoBC/heroldn/gx1vMIO/cami_bnd_to...\n",
       "    history:          Sun Nov 26 21:09:26 2023: ncrcat ./B.MMIOx2_C5_280_WISO...\n",
       "    NCO:              netCDF Operators version 5.1.4 (Homepage = http://nco.s...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-51e38268-c417-405f-845a-0074f049a53c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-51e38268-c417-405f-845a-0074f049a53c' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 1200</li><li><span class='xr-has-index'>lat</span>: 96</li><li><span class='xr-has-index'>lon</span>: 144</li><li><span>nbnd</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-cd568e43-4b00-45c9-9bf5-ebebcab29885' class='xr-section-summary-in' type='checkbox'  checked><label for='section-cd568e43-4b00-45c9-9bf5-ebebcab29885' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-90.0 -88.11 -86.21 ... 88.11 90.0</div><input id='attrs-3796ea76-cfb7-41ac-8a8d-cd89c9934748' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3796ea76-cfb7-41ac-8a8d-cd89c9934748' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4fd18bc-573b-4cb7-8a92-a1293765726c' class='xr-var-data-in' type='checkbox'><label for='data-f4fd18bc-573b-4cb7-8a92-a1293765726c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-90.      , -88.105263, -86.210526, -84.315789, -82.421053, -80.526316,\n",
       "       -78.631579, -76.736842, -74.842105, -72.947368, -71.052632, -69.157895,\n",
       "       -67.263158, -65.368421, -63.473684, -61.578947, -59.684211, -57.789474,\n",
       "       -55.894737, -54.      , -52.105263, -50.210526, -48.315789, -46.421053,\n",
       "       -44.526316, -42.631579, -40.736842, -38.842105, -36.947368, -35.052632,\n",
       "       -33.157895, -31.263158, -29.368421, -27.473684, -25.578947, -23.684211,\n",
       "       -21.789474, -19.894737, -18.      , -16.105263, -14.210526, -12.315789,\n",
       "       -10.421053,  -8.526316,  -6.631579,  -4.736842,  -2.842105,  -0.947368,\n",
       "         0.947368,   2.842105,   4.736842,   6.631579,   8.526316,  10.421053,\n",
       "        12.315789,  14.210526,  16.105263,  18.      ,  19.894737,  21.789474,\n",
       "        23.684211,  25.578947,  27.473684,  29.368421,  31.263158,  33.157895,\n",
       "        35.052632,  36.947368,  38.842105,  40.736842,  42.631579,  44.526316,\n",
       "        46.421053,  48.315789,  50.210526,  52.105263,  54.      ,  55.894737,\n",
       "        57.789474,  59.684211,  61.578947,  63.473684,  65.368421,  67.263158,\n",
       "        69.157895,  71.052632,  72.947368,  74.842105,  76.736842,  78.631579,\n",
       "        80.526316,  82.421053,  84.315789,  86.210526,  88.105263,  90.      ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 2.5 5.0 ... 352.5 355.0 357.5</div><input id='attrs-8f93ed58-5695-4a2f-b7ee-add4bfffccad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8f93ed58-5695-4a2f-b7ee-add4bfffccad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15f6fda9-2fd5-4ea9-ba07-9789ffaea064' class='xr-var-data-in' type='checkbox'><label for='data-15f6fda9-2fd5-4ea9-ba07-9789ffaea064' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([  0. ,   2.5,   5. ,   7.5,  10. ,  12.5,  15. ,  17.5,  20. ,  22.5,\n",
       "        25. ,  27.5,  30. ,  32.5,  35. ,  37.5,  40. ,  42.5,  45. ,  47.5,\n",
       "        50. ,  52.5,  55. ,  57.5,  60. ,  62.5,  65. ,  67.5,  70. ,  72.5,\n",
       "        75. ,  77.5,  80. ,  82.5,  85. ,  87.5,  90. ,  92.5,  95. ,  97.5,\n",
       "       100. , 102.5, 105. , 107.5, 110. , 112.5, 115. , 117.5, 120. , 122.5,\n",
       "       125. , 127.5, 130. , 132.5, 135. , 137.5, 140. , 142.5, 145. , 147.5,\n",
       "       150. , 152.5, 155. , 157.5, 160. , 162.5, 165. , 167.5, 170. , 172.5,\n",
       "       175. , 177.5, 180. , 182.5, 185. , 187.5, 190. , 192.5, 195. , 197.5,\n",
       "       200. , 202.5, 205. , 207.5, 210. , 212.5, 215. , 217.5, 220. , 222.5,\n",
       "       225. , 227.5, 230. , 232.5, 235. , 237.5, 240. , 242.5, 245. , 247.5,\n",
       "       250. , 252.5, 255. , 257.5, 260. , 262.5, 265. , 267.5, 270. , 272.5,\n",
       "       275. , 277.5, 280. , 282.5, 285. , 287.5, 290. , 292.5, 295. , 297.5,\n",
       "       300. , 302.5, 305. , 307.5, 310. , 312.5, 315. , 317.5, 320. , 322.5,\n",
       "       325. , 327.5, 330. , 332.5, 335. , 337.5, 340. , 342.5, 345. , 347.5,\n",
       "       350. , 352.5, 355. , 357.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>1900-02-01 00:00:00 ... 2000-01-...</div><input id='attrs-4409292e-ea80-4359-bc3d-f7a817b7e275' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4409292e-ea80-4359-bc3d-f7a817b7e275' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a1858f3-c963-4bf4-830c-479ad9f08224' class='xr-var-data-in' type='checkbox'><label for='data-6a1858f3-c963-4bf4-830c-479ad9f08224' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time</dd><dt><span>bounds :</span></dt><dd>time_bnds</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd></dl></div><div class='xr-var-data'><pre>array([cftime.DatetimeNoLeap(1900, 2, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1900, 3, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1900, 4, 1, 0, 0, 0, 0, has_year_zero=True), ...,\n",
       "       cftime.DatetimeNoLeap(1999, 11, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(1999, 12, 1, 0, 0, 0, 0, has_year_zero=True),\n",
       "       cftime.DatetimeNoLeap(2000, 1, 1, 0, 0, 0, 0, has_year_zero=True)],\n",
       "      dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b21c8e1f-00a1-4c02-831b-e973d4a6e951' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b21c8e1f-00a1-4c02-831b-e973d4a6e951' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>BURDENBC</span></div><div class='xr-var-dims'>(time, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f430ad41-c204-4dc4-8b55-ae716ea114ef' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f430ad41-c204-4dc4-8b55-ae716ea114ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1e29275-aafe-46d2-8bc6-c119781cf8b5' class='xr-var-data-in' type='checkbox'><label for='data-d1e29275-aafe-46d2-8bc6-c119781cf8b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg/m2</dd><dt><span>long_name :</span></dt><dd>Black carbon aerosol burden</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd></dl></div><div class='xr-var-data'><pre>[16588800 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BURDENSO4</span></div><div class='xr-var-dims'>(time, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f7c3ef89-62e2-45db-9a29-00f0b1960181' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f7c3ef89-62e2-45db-9a29-00f0b1960181' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-418f150c-4b5b-4c24-9fe4-70a609faa04e' class='xr-var-data-in' type='checkbox'><label for='data-418f150c-4b5b-4c24-9fe4-70a609faa04e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>kg/m2</dd><dt><span>long_name :</span></dt><dd>Sulfate aerosol burden</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd></dl></div><div class='xr-var-data'><pre>[16588800 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>time_bnds</span></div><div class='xr-var-dims'>(time, nbnd)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7a426377-4603-4010-8b72-70bf1fe27b51' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a426377-4603-4010-8b72-70bf1fe27b51' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8aaf18b0-0007-493f-97b8-9d1aa85b596a' class='xr-var-data-in' type='checkbox'><label for='data-8aaf18b0-0007-493f-97b8-9d1aa85b596a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>time interval endpoints</dd><dt><span>cell_methods :</span></dt><dd>time: mean</dd></dl></div><div class='xr-var-data'><pre>[2400 values with dtype=object]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ad142a4d-de81-4385-b507-bf4d529e7b3e' class='xr-section-summary-in' type='checkbox'  ><label for='section-ad142a4d-de81-4385-b507-bf4d529e7b3e' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>lat</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b7e84bf0-885e-4eb9-a7e3-e120e1256315' class='xr-index-data-in' type='checkbox'/><label for='index-b7e84bf0-885e-4eb9-a7e3-e120e1256315' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([              -90.0,  -88.10526315789474,  -86.21052631578948,\n",
       "                -84.3157894736842,  -82.42105263157895,  -80.52631578947368,\n",
       "               -78.63157894736842,  -76.73684210526316,  -74.84210526315789,\n",
       "               -72.94736842105263,  -71.05263157894737,  -69.15789473684211,\n",
       "               -67.26315789473685,  -65.36842105263158, -63.473684210526315,\n",
       "              -61.578947368421055, -59.684210526315795,  -57.78947368421053,\n",
       "               -55.89473684210527,               -54.0,  -52.10526315789474,\n",
       "               -50.21052631578947,  -48.31578947368421,  -46.42105263157895,\n",
       "              -44.526315789473685, -42.631578947368425,  -40.73684210526316,\n",
       "                -38.8421052631579,  -36.94736842105264,  -35.05263157894737,\n",
       "               -33.15789473684211, -31.263157894736842, -29.368421052631582,\n",
       "              -27.473684210526322, -25.578947368421055, -23.684210526315795,\n",
       "              -21.789473684210535,  -19.89473684210526,               -18.0,\n",
       "               -16.10526315789474,  -14.21052631578948,  -12.31578947368422,\n",
       "              -10.421052631578945,  -8.526315789473685,  -6.631578947368425,\n",
       "               -4.736842105263165, -2.8421052631579045, -0.9473684210526301,\n",
       "               0.9473684210526301,  2.8421052631578902,    4.73684210526315,\n",
       "                6.631578947368411,   8.526315789473685,  10.421052631578945,\n",
       "               12.315789473684205,  14.210526315789465,  16.105263157894726,\n",
       "                             18.0,   19.89473684210526,   21.78947368421052,\n",
       "                23.68421052631578,   25.57894736842104,  27.473684210526315,\n",
       "               29.368421052631575,  31.263157894736835,  33.157894736842096,\n",
       "               35.052631578947356,   36.94736842105263,   38.84210526315789,\n",
       "                40.73684210526315,   42.63157894736841,   44.52631578947367,\n",
       "                46.42105263157893,   48.31578947368419,   50.21052631578948,\n",
       "                52.10526315789474,                54.0,   55.89473684210526,\n",
       "                57.78947368421052,   59.68421052631578,   61.57894736842104,\n",
       "                 63.4736842105263,   65.36842105263156,   67.26315789473682,\n",
       "                69.15789473684211,   71.05263157894737,   72.94736842105263,\n",
       "                74.84210526315789,   76.73684210526315,   78.63157894736841,\n",
       "                80.52631578947367,   82.42105263157893,   84.31578947368419,\n",
       "                86.21052631578945,   88.10526315789474,                90.0],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;lat&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>lon</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ca9149d3-b245-4462-a2ae-442e54d3fad3' class='xr-index-data-in' type='checkbox'/><label for='index-ca9149d3-b245-4462-a2ae-442e54d3fad3' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([  0.0,   2.5,   5.0,   7.5,  10.0,  12.5,  15.0,  17.5,  20.0,\n",
       "               22.5,\n",
       "              ...\n",
       "              335.0, 337.5, 340.0, 342.5, 345.0, 347.5, 350.0, 352.5, 355.0,\n",
       "              357.5],\n",
       "             dtype=&#x27;float64&#x27;, name=&#x27;lon&#x27;, length=144))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b0ea088a-00aa-4e04-8934-f5621c371916' class='xr-index-data-in' type='checkbox'/><label for='index-b0ea088a-00aa-4e04-8934-f5621c371916' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(CFTimeIndex([1900-02-01 00:00:00, 1900-03-01 00:00:00, 1900-04-01 00:00:00,\n",
       "             1900-05-01 00:00:00, 1900-06-01 00:00:00, 1900-07-01 00:00:00,\n",
       "             1900-08-01 00:00:00, 1900-09-01 00:00:00, 1900-10-01 00:00:00,\n",
       "             1900-11-01 00:00:00,\n",
       "             ...\n",
       "             1999-04-01 00:00:00, 1999-05-01 00:00:00, 1999-06-01 00:00:00,\n",
       "             1999-07-01 00:00:00, 1999-08-01 00:00:00, 1999-09-01 00:00:00,\n",
       "             1999-10-01 00:00:00, 1999-11-01 00:00:00, 1999-12-01 00:00:00,\n",
       "             2000-01-01 00:00:00],\n",
       "            dtype=&#x27;object&#x27;, length=1200, calendar=&#x27;noleap&#x27;, freq=&#x27;MS&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4d6b280a-efe7-4753-950e-ae9c57ab816a' class='xr-section-summary-in' type='checkbox'  ><label for='section-4d6b280a-efe7-4753-950e-ae9c57ab816a' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.0</dd><dt><span>source :</span></dt><dd>CAM</dd><dt><span>case :</span></dt><dd>B.MMIOx2_C5_280_WISOon</dd><dt><span>title :</span></dt><dd>UNSET</dd><dt><span>logname :</span></dt><dd>pacosta</dd><dt><span>host :</span></dt><dd>r8i0n31</dd><dt><span>Version :</span></dt><dd>$Name$</dd><dt><span>revision_Id :</span></dt><dd>$Id$</dd><dt><span>initial_file :</span></dt><dd>/glade/scratch/pacosta/B.MMIOx2_C5_280_WISOon/run/B.MMIOx2_C5_280_WISOon.cam.i.1501-01-01-00000.nc</dd><dt><span>topography_file :</span></dt><dd>/glade/work/pacosta/PaleoBC/heroldn/gx1vMIO/cami_bnd_topo_0096x0144_MIO_c130424.nc</dd><dt><span>history :</span></dt><dd>Sun Nov 26 21:09:26 2023: ncrcat ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1901-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1902-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1902-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1902-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1902-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1902-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1902-06.nc 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./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1997-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1998-12.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-02.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-03.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-04.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-05.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-06.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-07.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-08.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-09.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-10.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-11.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1999-12.nc ./B.MMIOx2_C5_280_WISOon.cam.clim_burdenaerosols_1900_1999.nc\n",
       "Sun Nov 26 21:06:54 2023: ncks -v BURDENBC,BURDENSO4 /glade/scratch/pacosta/archive/B.MMIOx2_C5_280_WISOon/atm/hist/B.MMIOx2_C5_280_WISOon.cam.h0.1900-01.nc ./B.MMIOx2_C5_280_WISOon.cam.burdenaerosols.1900-01.nc</dd><dt><span>NCO :</span></dt><dd>netCDF Operators version 5.1.4 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco)</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:    (time: 1200, lat: 96, lon: 144, nbnd: 2)\n",
       "Coordinates:\n",
       "  * lat        (lat) float64 -90.0 -88.11 -86.21 -84.32 ... 86.21 88.11 90.0\n",
       "  * lon        (lon) float64 0.0 2.5 5.0 7.5 10.0 ... 350.0 352.5 355.0 357.5\n",
       "  * time       (time) object 1900-02-01 00:00:00 ... 2000-01-01 00:00:00\n",
       "Dimensions without coordinates: nbnd\n",
       "Data variables:\n",
       "    BURDENBC   (time, lat, lon) float32 ...\n",
       "    BURDENSO4  (time, lat, lon) float32 ...\n",
       "    time_bnds  (time, nbnd) object ...\n",
       "Attributes:\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             B.MMIOx2_C5_280_WISOon\n",
       "    title:            UNSET\n",
       "    logname:          pacosta\n",
       "    host:             r8i0n31\n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /glade/scratch/pacosta/B.MMIOx2_C5_280_WISOon/run/B.MMI...\n",
       "    topography_file:  /glade/work/pacosta/PaleoBC/heroldn/gx1vMIO/cami_bnd_to...\n",
       "    history:          Sun Nov 26 21:09:26 2023: ncrcat ./B.MMIOx2_C5_280_WISO...\n",
       "    NCO:              netCDF Operators version 5.1.4 (Homepage = http://nco.s..."
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# --- read data --- \n",
    "\n",
    "path = '/scratch/pchen25/clim680_dataset/MidMiocene/'\n",
    "file_Pi2 = 'Mio_Pi/B.MMIOx2_C5_280_WISOon.cam.clim_burdenaerosols_1900_1999.nc'\n",
    "file_Mio2 = 'Mio_Mio/B.MMIOx2_C5_280_WISOon_aeroZonal.cam.clim_burdenaerosols_100_300.nc'\n",
    "\n",
    "ds_Pi2 = xr.open_dataset(path+file_Pi2)\n",
    "ds_Mio2 = xr.open_dataset(path+file_Mio2)\n",
    "\n",
    "ds_Pi2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "7de180be-6581-459c-a363-b74a81cbe7ef",
   "metadata": {},
   "outputs": [],
   "source": [
    "# --- (var.): BC ---\n",
    "\n",
    "bc_Pi = ds_Pi2['BURDENBC']\n",
    "bc_Pi_clim = bc_Pi.groupby('time.month').mean()\n",
    "bc_Pi_ano = bc_Pi.groupby('time.month')-bc_Pi_clim\n",
    "\n",
    "high_bc1_Pi = bc_Pi_ano.sel(time=high_index1_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_bc1_Pi = bc_Pi_ano.sel(time=low_index1_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_bc2_Pi = bc_Pi_ano.sel(time=high_index2_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_bc2_Pi = bc_Pi_ano.sel(time=low_index2_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_bc3_Pi = bc_Pi_ano.sel(time=high_index3_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_bc3_Pi = bc_Pi_ano.sel(time=low_index3_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "\n",
    "\n",
    "bc_Mio = ds_Mio2['BURDENBC']\n",
    "bc_Mio_clim = bc_Mio.groupby('time.month').mean()\n",
    "bc_Mio_ano = bc_Mio.groupby('time.month')-bc_Mio_clim\n",
    "\n",
    "high_bc1_Mio = bc_Mio_ano.sel(time=high_index1_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_bc1_Mio = bc_Mio_ano.sel(time=low_index1_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_bc2_Mio = bc_Mio_ano.sel(time=high_index2_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_bc2_Mio = bc_Mio_ano.sel(time=low_index2_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_bc3_Mio = bc_Mio_ano.sel(time=high_index3_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_bc3_Mio = bc_Mio_ano.sel(time=low_index3_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "\n",
    "\n",
    "high_bc = [high_bc1_Pi, high_bc2_Pi, high_bc3_Pi, high_bc1_Mio, high_bc2_Mio, high_bc3_Mio]\n",
    "low_bc = [low_bc1_Pi, low_bc2_Pi, low_bc3_Pi, low_bc1_Mio, low_bc2_Mio, low_bc3_Mio]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e4b1ad73-4786-40d7-b230-29b907e30e9d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# (domain 1) - (50~90E; 20~50N)\n",
    "# (domain 2) - (100~80W; 30~45N)\n",
    "# (domain 3) - (75~55W; 15~45S)\n",
    "\n",
    "range_lat_index1 = np.arange(20,51,10)\n",
    "range_lat_index2 = np.arange(30,46,5)\n",
    "range_lat_index3 = np.arange(-45,-14,10)\n",
    "\n",
    "range_lon_index1 = np.arange(50,91,10)\n",
    "range_lon_index2 = np.arange(260,281,5)\n",
    "range_lon_index3 = np.arange(285,306,5)\n",
    "\n",
    "range_lat = [range_lat_index1, range_lat_index2, range_lat_index3, \n",
    "             range_lat_index1, range_lat_index2, range_lat_index3]\n",
    "range_lon = [range_lon_index1, range_lon_index2, range_lon_index3, \n",
    "             range_lon_index1, range_lon_index2, range_lon_index3]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f05b064a-0e27-4af9-8d5c-49c098e9374d",
   "metadata": {},
   "source": [
    "#### Plot Composite BC\n",
    "#### * Composite ΔBC during High BURDENDUST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "31406bca-5b58-4622-a40f-734a15d63cad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "''"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "labels=['Index1','Index2', 'Index3','','', '']\n",
    "# levels = [1e-11,1e-10,1e-9,1e-8,1e-7,1e-6,1e-5,1e-4] # manually set the levels we want to see here\n",
    "# levels_ticks = ['1e-11','1e-10','1e-9','1e-8','1e-7','1e-6','1e-5','1e-4']\n",
    "levels = np.linspace(-5e-8, 5e-8, 11) # manually set the levels we want to see here\n",
    "\n",
    "# Define the figure and each axis for the 3 rows and 3 columns\n",
    "fig, axs = plt.subplots(nrows=2,ncols=3,\n",
    "                        subplot_kw={'projection': ccrs.PlateCarree(central_longitude=200)},\n",
    "                        figsize=(12, 4))\n",
    "\n",
    "#flatten axs into a 1-D array (just 3 rows)\n",
    "axs = axs.flatten()\n",
    "\n",
    "#Loop over all of the composites and plot\n",
    "for i,m in enumerate(high_bc):\n",
    "\n",
    "        # Select the season\n",
    "        data = high_bc[i]\n",
    "\n",
    "        # Add the cyclic point\n",
    "        data,lons = add_cyclic_point(data, coord=high_bc[i]['lon'])\n",
    "\n",
    "        # Contour plot\n",
    "        cs=axs[i].contourf(lons,high_bc[i]['lat'],data,        \n",
    "                           levels = levels,\n",
    "                           # locator=ticker.LogLocator(),\n",
    "                           transform = ccrs.PlateCarree(),\n",
    "                           # cmap='Oranges',extend='both')\n",
    "                           cmap='PuOr',extend='both')\n",
    "        \n",
    "        # label_latlon(axs[i], range_lat[i], range_lon[i])\n",
    "        \n",
    "        \n",
    "        # Longitude labels\n",
    "        axs[i].set_xticks(np.arange(-180,181,60), crs=ccrs.PlateCarree())\n",
    "        lon_formatter = cticker.LongitudeFormatter()\n",
    "        axs[i].xaxis.set_major_formatter(lon_formatter)\n",
    "        axs[i].tick_params(axis='y', size=2)             # set xtick parameters\n",
    "        for xlabel in axs[i].get_xticklabels():          # set xticks_label\n",
    "            xlabel.set_fontsize(9)\n",
    "        \n",
    "        # Latitude labels\n",
    "        axs[i].set_yticks(np.arange(-90,91,30), crs=ccrs.PlateCarree())\n",
    "        lat_formatter = cticker.LatitudeFormatter()\n",
    "        axs[i].yaxis.set_major_formatter(lat_formatter)\n",
    "        \n",
    "        \n",
    "        # Title each subplot with the name of the season\n",
    "        axs[i].set_title(labels[i])\n",
    "\n",
    "        # Draw the coastines for each subplot\n",
    "        cs_mask = axs[i].contour(lons,ds_Pi['lat'],mask,[0.1,1],\n",
    "                                 transform = ccrs.PlateCarree(),\n",
    "                                 linestyles='solid', colors='dimgrey', zorder=3)\n",
    "        \n",
    "        if i==0:\n",
    "            axs[i].set_ylabel('Mio_Pi')\n",
    "        elif i==3:\n",
    "            axs[i].set_ylabel('Mio_Mio')\n",
    "        else:\n",
    "            axs[i].set_ylabel('')\n",
    "            \n",
    "        # Add patches\n",
    "        # ( (x,y)[center: (200,0)], width, height, ...)\n",
    "        if i==0 or i==3:\n",
    "            rect1 = patches.Rectangle((-150, 20), 40, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (50~90E; 20~50N)\n",
    "            axs[i].add_patch(rect1)\n",
    "        elif i==1 or i==4:\n",
    "            rect2 = patches.Rectangle((60, 30), 20, 15, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (100~80W; 30~45N)\n",
    "            axs[i].add_patch(rect2)        \n",
    "        else:\n",
    "            rect3 = patches.Rectangle((85, -45), 20, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (75~55W; 15~45S)\n",
    "            axs[i].add_patch(rect3)\n",
    "        \n",
    "# Adjust the location of the subplots \n",
    "# on the page to make room for the colorbar\n",
    "# fig.subplots_adjust(bottom=0.25, top=0.65, left=0.05, right=0.95, wspace=0.3, hspace=0.1)\n",
    "fig.subplots_adjust(wspace=0.3, hspace=0.1)\n",
    "\n",
    "# Add a colorbar\n",
    "cax  = fig.add_axes([0.2, 0.03, 0.6, 0.02])    # set the [x0, y0, width, height] of the colorbar\n",
    "CB   = plt.colorbar(cs, cax = cax, orientation='horizontal')\n",
    "                    # format=mticker.FixedFormatter(levels_ticks))\n",
    "\n",
    "# Add a big title at the top\n",
    "plt.suptitle('Composite ΔBC during High BURDENDUST', y=0.98, fontsize=18) \n",
    "plt.figtext(0.85,0.03,'(1e-8 $kg/m^2$)',ha='center',fontsize=12)\n",
    ";   "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1b77cbb4-d78e-4be6-b7c2-90ebb7cda1f2",
   "metadata": {
    "tags": []
   },
   "source": [
    "#### * Composite ΔPREC during Low BURDENDUST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "e25fee10-6849-4f18-8514-5ca8288b927a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "''"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "labels=['Index1','Index2', 'Index3','','', '']\n",
    "clevs = np.linspace(-1.5, 1.5, 11)\n",
    "\n",
    "# Define the figure and each axis for the 3 rows and 3 columns\n",
    "fig, axs = plt.subplots(nrows=2,ncols=3,\n",
    "                        subplot_kw={'projection': ccrs.PlateCarree(central_longitude=200)},\n",
    "                        figsize=(12, 4))\n",
    "\n",
    "#flatten axs into a 1-D array (just 3 rows)\n",
    "axs = axs.flatten()\n",
    "\n",
    "#Loop over all of the composites and plot\n",
    "for i,m in enumerate(low_bc):\n",
    "\n",
    "        # Select the season\n",
    "        data = low_bc[i]\n",
    "\n",
    "        # Add the cyclic point\n",
    "        data,lons = add_cyclic_point(data, coord=low_bc[i]['lon'])\n",
    "\n",
    "        # Contour plot\n",
    "        cs=axs[i].contourf(lons,low_bc[i]['lat'],data,                          \n",
    "                           levels = levels,\n",
    "                           # locator=ticker.LogLocator(),\n",
    "                           transform = ccrs.PlateCarree(),\n",
    "                           cmap='PuOr',extend='both')\n",
    "        \n",
    "        # label_latlon(axs[i], range_lat[i], range_lon[i])\n",
    "        \n",
    "        \n",
    "        # Longitude labels\n",
    "        axs[i].set_xticks(np.arange(-180,181,60), crs=ccrs.PlateCarree())\n",
    "        lon_formatter = cticker.LongitudeFormatter()\n",
    "        axs[i].xaxis.set_major_formatter(lon_formatter)\n",
    "        axs[i].tick_params(axis='y', size=2)             # set xtick parameters\n",
    "        for xlabel in axs[i].get_xticklabels():          # set xticks_label\n",
    "            xlabel.set_fontsize(9)\n",
    "        \n",
    "        # Latitude labels\n",
    "        axs[i].set_yticks(np.arange(-90,91,30), crs=ccrs.PlateCarree())\n",
    "        lat_formatter = cticker.LatitudeFormatter()\n",
    "        axs[i].yaxis.set_major_formatter(lat_formatter)\n",
    "        \n",
    "        \n",
    "        # Title each subplot with the name of the season\n",
    "        axs[i].set_title(labels[i])\n",
    "\n",
    "        # Draw the coastines for each subplot\n",
    "        cs_mask = axs[i].contour(lons,ds_Pi['lat'],mask,[0.1,1],\n",
    "                                 transform = ccrs.PlateCarree(),\n",
    "                                 linestyles='solid', colors='dimgrey', zorder=3)\n",
    "        \n",
    "        if i==0:\n",
    "            axs[i].set_ylabel('Mio_Pi')\n",
    "        elif i==3:\n",
    "            axs[i].set_ylabel('Mio_Mio')\n",
    "        else:\n",
    "            axs[i].set_ylabel('')\n",
    "            \n",
    "        # Add patches\n",
    "        # ( (x,y)[center: (200,0)], width, height, ...)\n",
    "        if i==0 or i==3:\n",
    "            rect1 = patches.Rectangle((-150, 20), 40, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (50~90E; 20~50N)\n",
    "            axs[i].add_patch(rect1)\n",
    "        elif i==1 or i==4:\n",
    "            rect2 = patches.Rectangle((60, 30), 20, 15, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (100~80W; 30~45N)\n",
    "            axs[i].add_patch(rect2)        \n",
    "        else:\n",
    "            rect3 = patches.Rectangle((85, -45), 20, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (75~55W; 15~45S)\n",
    "            axs[i].add_patch(rect3)\n",
    "        \n",
    "# Adjust the location of the subplots \n",
    "# on the page to make room for the colorbar\n",
    "# fig.subplots_adjust(bottom=0.25, top=0.65, left=0.05, right=0.95, wspace=0.3, hspace=0.1)\n",
    "fig.subplots_adjust(wspace=0.3, hspace=0.1)\n",
    "\n",
    "# Add a colorbar\n",
    "cax  = fig.add_axes([0.2, 0.03, 0.6, 0.02])    # set the [x0, y0, width, height] of the colorbar\n",
    "CB   = plt.colorbar(cs, cax = cax, orientation='horizontal')\n",
    "                    # format=mticker.FixedFormatter(levels_ticks))\n",
    "\n",
    "# Add a big title at the top\n",
    "plt.suptitle('Composite ΔBC during Low BURDENDUST', y=0.98, fontsize=18) \n",
    "plt.figtext(0.85,0.03,'(1e-8 $kg/m^2$)',ha='center',fontsize=12)\n",
    ";   "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d70b49cd-d783-4032-a754-8a4d9622bf8a",
   "metadata": {},
   "source": [
    "---\n",
    "### (2) Composite Sulfate (SO4)\n",
    "#### Read SO4 & Calculate anomalous SO4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "9ca8172d-ff68-43eb-a6d4-79cc682ca21c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# --- (var.): TS ---\n",
    "\n",
    "SO4_Pi = ds_Pi2['BURDENSO4']\n",
    "\n",
    "SO4_Pi_clim = SO4_Pi.groupby('time.month').mean()\n",
    "SO4_Pi_ano = SO4_Pi.groupby('time.month')-SO4_Pi_clim\n",
    "\n",
    "high_SO41_Pi = SO4_Pi_ano.sel(time=high_index1_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_SO41_Pi = SO4_Pi_ano.sel(time=low_index1_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_SO42_Pi = SO4_Pi_ano.sel(time=high_index2_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_SO42_Pi = SO4_Pi_ano.sel(time=low_index2_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_SO43_Pi = SO4_Pi_ano.sel(time=high_index3_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_SO43_Pi = SO4_Pi_ano.sel(time=low_index3_Pi.dropna(dim='time')['time']).mean(dim='time')\n",
    "\n",
    "\n",
    "SO4_Mio = ds_Mio2['BURDENSO4']\n",
    "\n",
    "SO4_Mio_clim = SO4_Mio.groupby('time.month').mean()\n",
    "SO4_Mio_ano = SO4_Mio.groupby('time.month')-SO4_Mio_clim\n",
    "\n",
    "high_SO41_Mio = SO4_Mio_ano.sel(time=high_index1_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_SO41_Mio = SO4_Mio_ano.sel(time=low_index1_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_SO42_Mio = SO4_Mio_ano.sel(time=high_index2_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_SO42_Mio = SO4_Mio_ano.sel(time=low_index2_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "high_SO43_Mio = SO4_Mio_ano.sel(time=high_index3_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "low_SO43_Mio = SO4_Mio_ano.sel(time=low_index3_Mio.dropna(dim='time')['time']).mean(dim='time')\n",
    "\n",
    "\n",
    "high_SO4 = [high_SO41_Pi, high_SO42_Pi, high_SO43_Pi,\n",
    "               high_SO41_Mio, high_SO42_Mio, high_SO43_Mio]\n",
    "low_SO4 = [low_SO41_Pi, low_SO42_Pi, low_SO43_Pi,\n",
    "               low_SO41_Mio, low_SO42_Mio, low_SO43_Mio]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "69870693-4a68-49ac-81e6-d22710628725",
   "metadata": {
    "tags": []
   },
   "source": [
    "#### * Composite ΔSO4 during High BURDENDUST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "b5afd59f-51ac-46d8-9125-b379a614d145",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "''"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "labels=['Index1','Index2', 'Index3','','', '']\n",
    "levels = np.linspace(-1e-7, 1e-7, 11)\n",
    "\n",
    "# Define the figure and each axis for the 3 rows and 3 columns\n",
    "fig, axs = plt.subplots(nrows=2,ncols=3,\n",
    "                        subplot_kw={'projection': ccrs.PlateCarree(central_longitude=200)},\n",
    "                        figsize=(12, 4))\n",
    "\n",
    "#flatten axs into a 1-D array (just 3 rows)\n",
    "axs = axs.flatten()\n",
    "\n",
    "#Loop over all of the composites and plot\n",
    "for i,m in enumerate(high_SO4):\n",
    "\n",
    "        # Select the season\n",
    "        data = high_SO4[i]\n",
    "\n",
    "        # Add the cyclic point\n",
    "        data,lons = add_cyclic_point(data, coord=high_SO4[i]['lon'])\n",
    "\n",
    "        # Contour plot\n",
    "        cs=axs[i].contourf(lons,high_SO4[i]['lat'],data,                           \n",
    "                           levels = levels,\n",
    "                           # locator=ticker.LogLocator(),\n",
    "                           transform = ccrs.PlateCarree(),\n",
    "                           cmap='PuOr',extend='both')\n",
    "        \n",
    "        \n",
    "        # label_latlon(axs[i], range_lat[i], range_lon[i])\n",
    "        \n",
    "        \n",
    "        # Longitude labels\n",
    "        axs[i].set_xticks(np.arange(-180,181,60), crs=ccrs.PlateCarree())\n",
    "        lon_formatter = cticker.LongitudeFormatter()\n",
    "        axs[i].xaxis.set_major_formatter(lon_formatter)\n",
    "        axs[i].tick_params(axis='y', size=2)             # set xtick parameters\n",
    "        for xlabel in axs[i].get_xticklabels():          # set xticks_label\n",
    "            xlabel.set_fontsize(9)\n",
    "        \n",
    "        # Latitude labels\n",
    "        axs[i].set_yticks(np.arange(-90,91,30), crs=ccrs.PlateCarree())\n",
    "        lat_formatter = cticker.LatitudeFormatter()\n",
    "        axs[i].yaxis.set_major_formatter(lat_formatter)\n",
    "        \n",
    "        \n",
    "        # Title each subplot with the name of the season\n",
    "        axs[i].set_title(labels[i])\n",
    "\n",
    "        # Draw the coastines for each subplot\n",
    "        cs_mask = axs[i].contour(lons,ds_Pi['lat'],mask,[0.1,1],\n",
    "                                 transform = ccrs.PlateCarree(),\n",
    "                                 linestyles='solid', colors='dimgrey', zorder=3)\n",
    "        \n",
    "        if i==0:\n",
    "            axs[i].set_ylabel('Mio_Pi')\n",
    "        elif i==3:\n",
    "            axs[i].set_ylabel('Mio_Mio')\n",
    "        else:\n",
    "            axs[i].set_ylabel('')\n",
    "            \n",
    "        # Add patches\n",
    "        # ( (x,y)[center: (200,0)], width, height, ...)\n",
    "        if i==0 or i==3:\n",
    "            rect1 = patches.Rectangle((-150, 20), 40, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (50~90E; 20~50N)\n",
    "            axs[i].add_patch(rect1)\n",
    "        elif i==1 or i==4:\n",
    "            rect2 = patches.Rectangle((60, 30), 20, 15, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (100~80W; 30~45N)\n",
    "            axs[i].add_patch(rect2)        \n",
    "        else:\n",
    "            rect3 = patches.Rectangle((85, -45), 20, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (75~55W; 15~45S)\n",
    "            axs[i].add_patch(rect3)\n",
    "        \n",
    "# Adjust the location of the subplots \n",
    "# on the page to make room for the colorbar\n",
    "# fig.subplots_adjust(bottom=0.25, top=0.65, left=0.05, right=0.95, wspace=0.3, hspace=0.1)\n",
    "fig.subplots_adjust(wspace=0.3, hspace=0.1)\n",
    "\n",
    "# Add a colorbar\n",
    "cax  = fig.add_axes([0.2, 0.03, 0.6, 0.02])    # set the [x0, y0, width, height] of the colorbar\n",
    "CB   = plt.colorbar(cs, cax = cax, orientation='horizontal')\n",
    "                    # format=mticker.FixedFormatter(levels_ticks))\n",
    "\n",
    "# Add a big title at the top\n",
    "plt.suptitle('Composite ΔSO4 during High BURDENDUST', y=0.98, fontsize=18) \n",
    "plt.figtext(0.85,0.03,'(1e-8 $kg/m^2$)',ha='center',fontsize=12)\n",
    ";   "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9bf9e4a8-9345-42a2-9274-ee92f5e3e185",
   "metadata": {
    "tags": []
   },
   "source": [
    "#### * Composite ΔSO4 during Low BURDENDUST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "de161a9e-8769-487e-98e2-0071cfa129fa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "''"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "labels=['Index1','Index2', 'Index3','','', '']\n",
    "\n",
    "# Define the figure and each axis for the 3 rows and 3 columns\n",
    "fig, axs = plt.subplots(nrows=2,ncols=3,\n",
    "                        subplot_kw={'projection': ccrs.PlateCarree(central_longitude=200)},\n",
    "                        figsize=(12, 4))\n",
    "\n",
    "#flatten axs into a 1-D array (just 3 rows)\n",
    "axs = axs.flatten()\n",
    "\n",
    "#Loop over all of the composites and plot\n",
    "for i,m in enumerate(low_SO4):\n",
    "\n",
    "        # Select the season\n",
    "        data = low_SO4[i]\n",
    "\n",
    "        # Add the cyclic point\n",
    "        data,lons = add_cyclic_point(data, coord=low_SO4[i]['lon'])\n",
    "\n",
    "        # Contour plot\n",
    "        cs=axs[i].contourf(lons,low_SO4[i]['lat'],data,\n",
    "                           levels = levels,\n",
    "                           # locator=ticker.LogLocator(),\n",
    "                           transform = ccrs.PlateCarree(),\n",
    "                           cmap='PuOr',extend='both')\n",
    "        \n",
    "        # label_latlon(axs[i], range_lat[i], range_lon[i])\n",
    "        \n",
    "        \n",
    "        # Longitude labels\n",
    "        axs[i].set_xticks(np.arange(-180,181,60), crs=ccrs.PlateCarree())\n",
    "        lon_formatter = cticker.LongitudeFormatter()\n",
    "        axs[i].xaxis.set_major_formatter(lon_formatter)\n",
    "        axs[i].tick_params(axis='y', size=2)             # set xtick parameters\n",
    "        for xlabel in axs[i].get_xticklabels():          # set xticks_label\n",
    "            xlabel.set_fontsize(9)\n",
    "        \n",
    "        # Latitude labels\n",
    "        axs[i].set_yticks(np.arange(-90,91,30), crs=ccrs.PlateCarree())\n",
    "        lat_formatter = cticker.LatitudeFormatter()\n",
    "        axs[i].yaxis.set_major_formatter(lat_formatter)\n",
    "        \n",
    "        \n",
    "        # Title each subplot with the name of the season\n",
    "        axs[i].set_title(labels[i])\n",
    "\n",
    "        # Draw the coastines for each subplot\n",
    "        cs_mask = axs[i].contour(lons,ds_Pi['lat'],mask,[0.1,1],\n",
    "                                 transform = ccrs.PlateCarree(),\n",
    "                                 linestyles='solid', colors='dimgrey', zorder=3)\n",
    "        \n",
    "        if i==0:\n",
    "            axs[i].set_ylabel('Mio_Pi')\n",
    "        elif i==3:\n",
    "            axs[i].set_ylabel('Mio_Mio')\n",
    "        else:\n",
    "            axs[i].set_ylabel('')\n",
    "            \n",
    "        # Add patches\n",
    "        # ( (x,y)[center: (200,0)], width, height, ...)\n",
    "        if i==0 or i==3:\n",
    "            rect1 = patches.Rectangle((-150, 20), 40, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (50~90E; 20~50N)\n",
    "            axs[i].add_patch(rect1)\n",
    "        elif i==1 or i==4:\n",
    "            rect2 = patches.Rectangle((60, 30), 20, 15, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (100~80W; 30~45N)\n",
    "            axs[i].add_patch(rect2)        \n",
    "        else:\n",
    "            rect3 = patches.Rectangle((85, -45), 20, 30, lw = 1.5, edgecolor = 'k', facecolor = 'none', zorder=5)  # (75~55W; 15~45S)\n",
    "            axs[i].add_patch(rect3)\n",
    "        \n",
    "# Adjust the location of the subplots \n",
    "# on the page to make room for the colorbar\n",
    "# fig.subplots_adjust(bottom=0.25, top=0.65, left=0.05, right=0.95, wspace=0.3, hspace=0.1)\n",
    "fig.subplots_adjust(wspace=0.3, hspace=0.1)\n",
    "\n",
    "# Add a colorbar\n",
    "cax  = fig.add_axes([0.2, 0.03, 0.6, 0.02])    # set the [x0, y0, width, height] of the colorbar\n",
    "CB   = plt.colorbar(cs, cax = cax, orientation='horizontal')\n",
    "                    # format=mticker.FixedFormatter(levels_ticks))\n",
    "\n",
    "# Add a big title at the top\n",
    "plt.suptitle('Composite ΔSO4 during Low BURDENDUST', y=0.98, fontsize=18) \n",
    "plt.figtext(0.85,0.03,'(1e-8 $kg/m^2$)',ha='center',fontsize=12)\n",
    ";   "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "658091fc-54a3-4958-8713-bcd97868a7ab",
   "metadata": {},
   "source": [
    "====================================================================================================================\n",
    "# Summary:\n",
    "### Composite patterns of Black Carbon could partially explain the composite precipitation and TS, but the composite sulfate cannot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5951cce4-eab4-479f-a475-dc490dfa374b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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